Tensorflow implementation of resnet

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Karan Katiyar

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Nov 15, 2017, 1:59:43 PM11/15/17
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Hi all,
Has anybody implemented resnet in tensorflow or with using keras or both from scratch.

Can anybody link.me to the GitHub..
I am trying to.implement it but all have used pre trained model

Thanks

Toby Boyd

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Nov 15, 2017, 3:33:44 PM11/15/17
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Here is a clean example for both ImageNet sized data and CIFAR-10.  

TensorFlow with Layers:

Keras

Keras this one has different variations of ResNet:

Toby


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Yuxin Wu

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Nov 15, 2017, 11:17:05 PM11/15/17
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Keras doesn't have imagenet training -- also only has pre-trained model.

For imagenet training, you can also take at look at https://github.com/ppwwyyxx/tensorpack/tree/master/examples/ResNet

Alex Sergeev

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Jan 9, 2018, 3:40:57 PM1/9/18
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There is now Keras example for ImageNet distributed training with Horovod - https://github.com/uber/horovod/blob/master/examples/keras_imagenet_resnet50.py 

Thanks,
Alex

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Aniello Raffaele Patrone

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May 15, 2020, 6:29:16 AM5/15/20
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At the following Github you can find the implementation of ResNet 18 and 50
https://github.com/nellopai/deepLearningModels
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